Sampling from the complement of a polyhedron: An MCMC algorithm for data augmentation.
Timothy C. Y. ChanAdam DiamantRafid MahmoodPublished in: Oper. Res. Lett. (2020)
Keyphrases
- monte carlo
- input data
- data sets
- training data
- noisy data
- learning algorithm
- sampling algorithm
- missing data
- clustering method
- detection algorithm
- worst case
- dynamic programming
- k means
- computational complexity
- synthetic datasets
- expectation maximization
- data points
- preprocessing
- sample size
- optimal solution
- markov chain monte carlo
- incomplete data
- spectral clustering
- prior information
- convex hull
- search space
- em algorithm
- data sources
- data mining techniques
- probability distribution